One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,4,5)(3,6,7,8)(9,10)(11,14)(12,13)(15,16)(17,18,20,27,21,26,22,23)(19,25,29,31,30,24,28,32)(2,5)(6,8)(18,23)(19,28)(20,22)(24,25)(26,27)(29,30) involution — undirected(1,3,4,7)(2,6,5,8)(10,13)(14,16)(17,19,20,29,21,30,22,28)(18,24,27,32,26,25,23,31)(17,19,20,29,21,30,22,28)(18,25,27,31,26,24,23,32)(9,11,12,15)(10,14,13,16)(18,26)(23,27)(24,25)(31,32)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.